Fold 0 - Understanding why coefficient -2041057 was selected
Tag: ANXIETY
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -2041057 | 3.012658 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| 193682786 | 3.025316 | 66.73.65.76.4 | 4.76.65.73.66 (4*79^4 + 76*79^3 + 65*79^2 + 73*79 + 66) | No | |
| -8038738 | 5.000000 | -14.4.24.16 | -16.24.4.14 (-(16*79^3 + 24*79^2 + 4*79 + 14)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 2041057 | 5.000000 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "ANXIETY" tag (processing sequence 461). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3108 | Green Trading Organic Ashwagandha Capsules | 193682786 | ORGANIC, STRESS | 195723843 | FERTILITY, MEN'S HEALTH | ||
| 3082 | Absolute Essential Calm Birth (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ORGANIC, MATERNITY | 4082114 | BATHROOM, MOTHERS | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | ORGANIC, STRESS, MATERNITY | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | BABIES, MOTHERS | |
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | -2041057 | ORGANIC, STRESS | 0 | none | ||
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | -2041057 | FACIAL, STRESS | 0 | APHRODISIAC | ||
| 14097 | St Dymphna Pocket Rosary, Patron Saint of Stress & Psychological Problems | -8038738 | PINK, STRESS, 51 | -5997681 | none |